diff --git a/apps/classifier/package.json b/apps/classifier/package.json
index 684d5ec..d25d851 100644
--- a/apps/classifier/package.json
+++ b/apps/classifier/package.json
@@ -3,7 +3,8 @@
   "module": "index.ts",
   "type": "module",
   "scripts": {
-    "dev": "bun --watch --env-file=../../.env index.ts"
+    "dev": "bun --watch --env-file=../../.env index.ts",
+    "prod": "bun index.ts"
   },
   "dependencies": {
     "@andrioid/atproto": "workspace:*"
diff --git a/apps/jetstream/package.json b/apps/jetstream/package.json
index b3e7dd9..c74e561 100644
--- a/apps/jetstream/package.json
+++ b/apps/jetstream/package.json
@@ -3,7 +3,8 @@
   "module": "index.ts",
   "type": "module",
   "scripts": {
-    "dev": "bun --watch --env-file=../../.env index.ts"
+    "dev": "bun --watch --env-file=../../.env index.ts",
+    "prod": "bun index.ts"
   },
   "dependencies": {
     "@andrioid/atproto": "workspace:*"
diff --git a/apps/web/scripts/run-server.ts b/apps/web/scripts/run-server.ts
index e7c1034..a1f6e51 100644
--- a/apps/web/scripts/run-server.ts
+++ b/apps/web/scripts/run-server.ts
@@ -6,6 +6,6 @@ const app = express();
 app.use("/", express.static("dist/client/"));
 app.use(ssrHandler);
 
-const port = process.env["port"] ?? 8080;
+const port = process.env["PORT"] ?? 8080;
 console.log("[astro] express listening at ", port);
 app.listen(port);
diff --git a/apps/web/src/pages/xrpc/app.bsky.feed.getFeedSkeleton.ts b/apps/web/src/pages/xrpc/app.bsky.feed.getFeedSkeleton.ts
index b58de34..088d408 100644
--- a/apps/web/src/pages/xrpc/app.bsky.feed.getFeedSkeleton.ts
+++ b/apps/web/src/pages/xrpc/app.bsky.feed.getFeedSkeleton.ts
@@ -12,18 +12,19 @@ export const GET: APIRoute = async ({ request: req, locals }) => {
 
   const FeedParam = new URL(req.url).searchParams.get("feed");
   if (!FeedParam) {
-    return HTTPError();
+    return HTTPError("no feed requested");
   }
   const feedUri = new AtUri(FeedParam);
+  console.log("[getFeedSkeleton]", FeedParam);
   // pathname looks like this: /app.bsky.feed.generator/tech-following
   const rkeyMatch = feedUri.pathname.match(/\/([^/]+)$/);
   if (!rkeyMatch || rkeyMatch.length < 2) {
-    return HTTPError();
+    return HTTPError("no rkey found in feed uri");
   }
   const rkey = rkeyMatch[1];
 
   const feed = feeds.find((f) => f.rkey === rkey);
-  if (!feed) return HTTPError();
+  if (!feed) return HTTPError("feed not found");
 
   const actor = jwt?.iss ?? "did:plc:rrrwbar3wv576qpsymwey5p5"; // defaults to me for testing
   await getOrUpdateFollows(ctx, actor);
@@ -42,8 +43,8 @@ export const GET: APIRoute = async ({ request: req, locals }) => {
   } satisfies AppBskyFeedGetFeedSkeleton.Response["data"]);
 };
 
-function HTTPError() {
-  return new Response("You are holding it wrong", {
+function HTTPError(msg: string = "You are holding it wrong") {
+  return new Response(msg, {
     status: 400,
     statusText: "Invalid arguments",
   });
diff --git a/fly.toml b/fly.toml
index df22811..b7cbbc6 100644
--- a/fly.toml
+++ b/fly.toml
@@ -6,6 +6,11 @@
 app = 'techscrolls'
 primary_region = 'arn'
 
+[processes]
+app = "web"
+classifier = "classifier"
+jetstream = "jetstream"
+
 [build]
 
 [http_service]
diff --git a/package.json b/package.json
index a78067a..049abc5 100644
--- a/package.json
+++ b/package.json
@@ -7,7 +7,9 @@
     "dev": "bun --filter '*' dev",
     "build": "bun --filter '*' build",
     "web": "bun run migrate && bun run --cwd apps/web server",
-    "migrate": "bun run --cwd packages/atproto db:migrate"
+    "migrate": "bun run --cwd packages/atproto db:migrate",
+    "classifier": "bun run migrate && bun run --cwd apps/classifier prod",
+    "jetstream": "bun run migrate && bun run --cwd apps/jetstream prod"
   },
   "devDependencies": {
     "@types/bun": "latest"
diff --git a/packages/atproto/classifiers/tfjs/train.ts b/packages/atproto/classifiers/tfjs/train.ts
index 68e2145..c44047c 100644
--- a/packages/atproto/classifiers/tfjs/train.ts
+++ b/packages/atproto/classifiers/tfjs/train.ts
@@ -29,6 +29,7 @@ export async function train(ctx: AtContext) {
         label: item.score === 100 ? item.tag : `not:${item.tag}`,
       };
     });
+
   const trainingData: string[] = labeledData.map((item) => item.text);
   const trainingDataLabels: string[] = labeledData.map((item) => item.label);
 
diff --git a/packages/atproto/config.ts b/packages/atproto/config.ts
index 9601f70..2a51868 100644
--- a/packages/atproto/config.ts
+++ b/packages/atproto/config.ts
@@ -2,8 +2,7 @@ export const config = (() => {
   const identifier = process.env["DID_HANDLE"];
   const password = process.env["DID_PASSWORD"];
   const port = process.env["PORT"] ?? 3000;
-  const fgHostname =
-    process.env["FEEDGEN_HOSTNAME"] ?? "2685-87-104-249-212.ngrok-free.app";
+  const fgHostname = process.env["FEEDGEN_HOSTNAME"] ?? "technical.scrolls.org";
   const recordName = "testfeed";
   const pgURL =
     process.env["PG_URL"] ?? "postgres://devuser:devpass@localhost:5432/devdb";